Field microclimate monitoring system based on wireless sensor network

被引:14
|
作者
Yan, Maoling [1 ]
Liu, Pingzeng [1 ]
Zhao, Rui [1 ]
Liu, Lining [1 ]
Chen, Weijie [1 ]
Yu, Xueru [1 ]
Zhang, Jianyong [1 ]
机构
[1] Shandong Agr Univ, Coll Informat Sci & Engn, Tai An 271018, Shandong, Peoples R China
关键词
Wireless sensor networks; field microclimate; monitoring system; FRAMEWORK; PLATFORM; INTERNET; DESIGN;
D O I
10.3233/JIFS-169676
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the accelerated process of agricultural modernization, the accurate acquisition of agricultural environmental information has become a major trend. Afield microclimate monitoring system based on wireless sensor network is constructed based on the latest concept model of the Internet of things and fuzzy control theory; it mainly composed of data acquisition system, data storage system and visualization platform for big data analysis. The data acquisition system is highly integrated with data acquisition and data transmission to obtain real-time data of farmland environment in different terrain areas, including meteorology, hydrology, soil, growth etc. Wireless transmission will transmit real-time data through the GPRS network to the big data analysis platform. The big data analysis platform presents the site data information and analyzes the rule of historical data through visualization technology, realizes the meteorological disaster early warning and forecast, and provides effective decision-making service information based on the agricultural fuzzy theory. Finally, we analyze all kinds of hardware interference problems and software defects encountered in the debugging process, and propose new solutions through the experimental data obtained from actual production applications. It has been proved that the field microclimate monitoring system runs steadily and meets the demand of agricultural monitoring.
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页码:1325 / 1337
页数:13
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